--- title: "moby vs MGDebugger" type: "comparison" canonical_url: "https://www.graphcanon.com/compare/moby-moby-vs-yerbapage-mgdebugger" tools: ["moby-moby", "yerbapage-mgdebugger"] --- # moby vs MGDebugger *GraphCanon updated Jul 11, 2026* ## Verdict Pick moby when moby is primarily Go; MGDebugger is Python; pick MGDebugger when mGDebugger is primarily Python; moby is Go. [moby](https://mobyproject.org/) reports 72k GitHub stars, 19k forks, and 3.8k open issues, last pushed Jul 10, 2026. [MGDebugger](https://github.com/YerbaPage/MGDebugger) has 100 stars, 10 forks, and 0 open issues, last pushed Jul 6, 2025. Figures are from public GitHub metadata via [moby's repository](https://github.com/moby/moby) and [MGDebugger's repository](https://github.com/YerbaPage/MGDebugger). | | [moby](/tools/moby-moby.md) | [MGDebugger](/tools/yerbapage-mgdebugger.md) | | --- | --- | --- | | Tagline | The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems | Multi-Granularity LLM Debugger [ICSE2026] | | Stars | 71,899 | 100 | | Forks | 19,126 | 10 | | Open issues | 3,821 | 0 | | Language | Go | Python | | Adopt for | - | - | | Persona | - | - | | Runtime | - | - | | License | Apache-2.0 | MIT | | Categories | Developer Tools, Inference & Serving, LLM Frameworks | Computer Vision, Inference & Serving, LLM Frameworks | ## Trust and health _Sourced signals - not a safety guarantee. No winner column._ | | [moby](/tools/moby-moby.md) | [MGDebugger](/tools/yerbapage-mgdebugger.md) | | --- | --- | --- | | Maintenance | Very active (96%) | Dormant (18%) | | Days since push | 1d | 370d | | Open issues (now) | 3.8k | 0 | | Owner type | Organization | User | | Security scan | No criticals | 111 low (111 low) | | Full report | [trust report](/tools/moby-moby/trust.md) | [trust report](/tools/yerbapage-mgdebugger/trust.md) | ## Choose when ### Choose moby if… - moby is primarily Go; MGDebugger is Python. - License: moby is Apache-2.0, MGDebugger is MIT. - Tags unique to moby: containers, docker, go, golang. - Also covers Developer Tools. - moby ships Docker support for self-hosted deployment. ### Choose MGDebugger if… - MGDebugger is primarily Python; moby is Go. - License: MGDebugger is MIT, moby is Apache-2.0. - Tags unique to MGDebugger: automatic-program-repair, code-generation, debugger, large-language-models. - Also covers Computer Vision. ## When NOT to use moby - Developer Tools: A gateway is overkill when you're pinned to a single provider and model. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## When NOT to use MGDebugger - Last GitHub push was 371 days ago (dormant maintenance, Jul 6, 2025). Validate activity before betting a new project on MGDebugger. - Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. - LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ## Common questions ### What is the difference between moby and MGDebugger? moby: The Moby Project - a collaborative project for the container ecosystem to assemble container-based systems. MGDebugger: Multi-Granularity LLM Debugger [ICSE2026]. See the comparison table for live GitHub stats and shared categories. ### When should I choose moby over MGDebugger? Choose moby over MGDebugger when moby is primarily Go; MGDebugger is Python; License: moby is Apache-2.0, MGDebugger is MIT; Tags unique to moby: containers, docker, go, golang; Also covers Developer Tools; moby ships Docker support for self-hosted deployment. ### When should I choose MGDebugger over moby? Choose MGDebugger over moby when MGDebugger is primarily Python; moby is Go; License: MGDebugger is MIT, moby is Apache-2.0; Tags unique to MGDebugger: automatic-program-repair, code-generation, debugger, large-language-models; Also covers Computer Vision. ### When should I avoid moby? Developer Tools: A gateway is overkill when you're pinned to a single provider and model. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### When should I avoid MGDebugger? Last GitHub push was 371 days ago (dormant maintenance, Jul 6, 2025). Validate activity before betting a new project on MGDebugger. Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves. ### Is moby or MGDebugger more popular on GitHub? moby has more GitHub stars (71,899 vs 100). Stars measure visibility, not whether either tool fits your constraints. ### Are moby and MGDebugger open source? Yes - both are open-source projects on GitHub (moby: Apache-2.0, MGDebugger: MIT). ### Where can I find alternatives to moby or MGDebugger? GraphCanon lists graph-backed alternatives at [moby alternatives](/tools/moby-moby/alternatives) and [MGDebugger alternatives](/tools/yerbapage-mgdebugger/alternatives) ([moby markdown twin](/tools/moby-moby/alternatives.md), [MGDebugger markdown twin](/tools/yerbapage-mgdebugger/alternatives.md)), ranked by typed relationship edges rather than popularity votes. ### Is there a machine-readable version of this comparison? Yes. The markdown twin at [this comparison](/compare/moby-moby-vs-yerbapage-mgdebugger.md) mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers. ### Which is better maintained, moby or MGDebugger? moby: Very active. MGDebugger: Dormant. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance. ### Where are the full trust reports for moby and MGDebugger? GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: [moby trust report](/tools/moby-moby/trust); [MGDebugger trust report](/tools/yerbapage-mgdebugger/trust). --- **Machine-readable endpoints** - JSON: [`/api/graphcanon/graph?tool=moby-moby`](/api/graphcanon/graph?tool=moby-moby) - LLM index: [/llms.txt](/llms.txt) - Full corpus: [/llms-full.txt](/llms-full.txt) _GraphCanon - The knowledge graph for AI development. https://www.graphcanon.com/_